bryordas/v041.2

Hugging Face
TEXT GENERATIONConcurrency Cost:1Model Size:8BQuant:FP8Ctx Length:32kPublished:May 22, 2026License:apache-2.0Architecture:Transformer Open Weights Warm

The bryordas/v041.2 is an 8 billion parameter Llama 3.1 instruction-tuned causal language model developed by bryordas. This model was finetuned using Unsloth and Huggingface's TRL library, enabling 2x faster training. It is designed for general instruction-following tasks, leveraging the Llama 3.1 architecture for robust performance. Its efficient training methodology makes it a practical choice for developers seeking optimized Llama 3.1 derivatives.

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Model Overview

The bryordas/v041.2 is an 8 billion parameter instruction-tuned language model developed by bryordas. It is finetuned from the unsloth/meta-llama-3.1-8b-instruct-unsloth-bnb-4bit base model, leveraging the Llama 3.1 architecture.

Key Characteristics

  • Efficient Training: This model was trained 2x faster using Unsloth and Huggingface's TRL library, highlighting an optimized finetuning process.
  • Llama 3.1 Base: Built upon the Meta Llama 3.1 8B Instruct model, it inherits strong general-purpose language understanding and generation capabilities.
  • Instruction-Tuned: Optimized for following instructions, making it suitable for a wide range of conversational and task-oriented applications.

Use Cases

This model is well-suited for developers looking for an efficiently trained Llama 3.1 derivative for:

  • General instruction-following tasks.
  • Chatbots and conversational AI.
  • Text generation and summarization.
  • Applications requiring a robust 8B parameter model with optimized training origins.